{"id":22204098,"url":"https://github.com/dlt3/recommendation-system","last_synced_at":"2025-03-25T02:43:20.560Z","repository":{"id":142401472,"uuid":"546118032","full_name":"dlt3/Recommendation-System","owner":"dlt3","description":"Normalized SVD based recommendation model","archived":false,"fork":false,"pushed_at":"2024-11-10T11:31:47.000Z","size":16163,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-30T03:44:08.983Z","etag":null,"topics":["movielens-dataset","normalization","recommendation-system","svd-factorization"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dlt3.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-10-05T14:55:56.000Z","updated_at":"2024-11-10T11:31:52.000Z","dependencies_parsed_at":null,"dependency_job_id":"b4d8a7bd-417a-422d-a418-3c8a6deff1d2","html_url":"https://github.com/dlt3/Recommendation-System","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dlt3%2FRecommendation-System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dlt3%2FRecommendation-System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dlt3%2FRecommendation-System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dlt3%2FRecommendation-System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dlt3","download_url":"https://codeload.github.com/dlt3/Recommendation-System/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245388750,"owners_count":20607163,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["movielens-dataset","normalization","recommendation-system","svd-factorization"],"created_at":"2024-12-02T17:15:53.833Z","updated_at":"2025-03-25T02:43:20.538Z","avatar_url":"https://github.com/dlt3.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Recommendation-System\n\n추천 시스템(推薦 system)은 정보 필터링(Information Filtering) 기술의 일종으로, 특정 사용자가 관심을 가질만한 정보 (영화, 음악, 책, 뉴스, 이미지, 웹 페이지 등)를 추천하는 것이다. 추천 시스템에는 협업 필터링 기법을 주로 사용한다. 소셜 북마크 사이트에서 링크를 사람들에게 추천하고 무비렌즈 데이터 세트에서 영화를 추천하는 방법등이 이에 속한다.\n\n- 추천 시스템이란?\n  ![image](https://github.com/user-attachments/assets/60b6a648-8525-45b4-b00a-1627e93368ab)\n\n- 추천 시스템의 필요성과 기대효과\n추천 시스템은 서비스 제공자와 사용자 모두에게 필요하며 각각의 측면에서 많은 효과를 기대할 수 있다.\n![image](https://github.com/user-attachments/assets/a2b93872-920a-4a10-9b20-ec30655227ff)\n\n- 추천 시스템 방법론\n![image](https://github.com/user-attachments/assets/da6daa8e-d214-47ca-aabd-01196989e94b)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdlt3%2Frecommendation-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdlt3%2Frecommendation-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdlt3%2Frecommendation-system/lists"}